Every paper checked — nothing hidden

All papers

Every paper checked in the week of 12–18 Oct 2026 · Multimodal models — nothing is hidden. Brief papers first.

Paper	Topic	Relevance
OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use The paper introduces an open-source framework and codebase for building generalist computer-use agents that operate across visual and code interfaces. In brief · #1New way to see a problemPreprint8/10 suggested	Multimodal models via arxiv · 17 Oct, 06:18	On-topic Builds generalist computer-use agents combining visual interfaces and programmatic execution.
VisualTrust: Video Reasoning under On-Screen Claim Framing Introduces a counterfactual benchmark to evaluate whether multimodal models erroneously defer to misleading on-screen text over video evidence. In brief · #2Surprising resultPreprint8/10 suggested	Multimodal models via arxiv · 17 Oct, 06:18	On-topic Evaluates video-language models on text-video conflict and multimodal reasoning.
Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents The paper introduces LGWM, an action-conditioned world model predicting next-screen latent representations to verify GUI agent state transitions. In brief · #3Surprising resultPreprint8/10 suggested	Multimodal models via arxiv · 12 Oct, 16:28	On-topic Evaluates visual state transitions for GUI agents using visual screen representations.

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